Topic: low-level-vision Goto Github
Some thing interesting about low-level-vision
Some thing interesting about low-level-vision
low-level-vision,[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising
User: akshaydudhane16
low-level-vision,[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
User: algolzw
Home Page: https://algolzw.github.io/daclip-uir
low-level-vision,ð [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
User: cuiziteng
low-level-vision,A Collection of Papers and Codes in ECCV2022 about low level vision
User: darrenpan
low-level-vision,A Collection of Papers and Codes in ICCV2023/2021 about low level vision
User: darrenpan
low-level-vision,CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution
User: eduardzamfir
Home Page: https://eduardzamfir.github.io/NTIRE23-RTSR/
low-level-vision,[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
User: fingerk28
low-level-vision,[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Organization: google-research
Home Page: https://arxiv.org/abs/2201.02973
low-level-vision,[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
User: haoyuc
Home Page: https://arxiv.org/abs/2303.13132
low-level-vision,CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
User: hejingwenhejingwen
Home Page: https://arxiv.org/abs/1904.08118
low-level-vision,Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
User: hellloxiaotian
Home Page: https://www.sciencedirect.com/science/article/pii/S0893608019302394
low-level-vision,Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)
User: hellloxiaotian
Home Page: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9105085
low-level-vision,Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)
User: hellloxiaotian
Home Page: https://www.sciencedirect.com/science/article/abs/pii/S0950705120304391
low-level-vision,
User: ir1d
low-level-vision,Pytorch Code for the paper TransWeather - CVPR 2022
User: jeya-maria-jose
Home Page: https://jeya-maria-jose.github.io/transweather-web/
low-level-vision,[CVPR'23] Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
User: jiaqixuac
low-level-vision,Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
User: jingyunliang
Home Page: https://arxiv.org/abs/2206.02146
low-level-vision,SwinIR: Image Restoration Using Swin Transformer (official repository)
User: jingyunliang
Home Page: https://arxiv.org/abs/2108.10257
low-level-vision,VRT: A Video Restoration Transformer (official repository)
User: jingyunliang
Home Page: https://arxiv.org/abs/2201.12288
low-level-vision,[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434
User: jinyeying
low-level-vision,[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564
User: jinyeying
Home Page: https://github.com/jinyeying/night-enhancement
low-level-vision,[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738
User: jinyeying
low-level-vision,A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
User: kobaayyy
low-level-vision,A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
User: kobaayyy
low-level-vision,A Collection of Low Level Vision Research Groups
User: kobaayyy
low-level-vision,The official codebase for the Learned Smartphone ISP Challenge in MAI @ CVPR 2021
Organization: mediatek-neuropilot
Home Page: https://arxiv.org/abs/2105.07809
low-level-vision,The state-of-the-art image restoration model without nonlinear activation functions.
Organization: megvii-research
low-level-vision,[CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)
User: mingsun-tse
low-level-vision,AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
User: mv-lab
Home Page: https://mv-lab.github.io/model-isp22/
low-level-vision,[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
User: mv-lab
Home Page: https://arxiv.org/abs/2209.11345
low-level-vision,Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]
User: onpix
Home Page: https://whyy.site/paper/lcdp
low-level-vision,â [ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.
Organization: q-future
Home Page: https://q-future.github.io/Q-Bench/
low-level-vision,âĄ[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.
Organization: q-future
Home Page: https://q-future.github.io/Q-Instruct/
low-level-vision,ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.
User: royalvice
Home Page: https://www.aibupt.com/
low-level-vision,[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
User: rq-wu
Home Page: https://rq-wu.github.io/projects/RIDCP/index.html
low-level-vision,Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
User: rui1996
low-level-vision,Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)
User: stevewongv
low-level-vision,[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
User: swz30
low-level-vision,[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
User: swz30
low-level-vision,[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
User: swz30
low-level-vision,[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
User: swz30
low-level-vision,[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
User: swz30
low-level-vision,PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
User: va1shn9v
Home Page: https://arxiv.org/abs/2306.13090
low-level-vision,[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
Organization: vita-group
low-level-vision,[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.
Organization: vqassessment
Home Page: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1225_ECCV_2022_paper.php
low-level-vision,[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
User: vztu
low-level-vision,ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
Organization: xpixelgroup
low-level-vision,KBNet: Kernel Basis Network for Image Restoration
User: zhangyi-3
low-level-vision,[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."
User: zhaozixiang1228
low-level-vision,[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
User: zzh-tech
Home Page: https://zzh-tech.github.io/BiT/
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